{"id":"W7052962656","doi":"","title":"Systems Changes Dialogues on Social Innovation | Centre for Social Innovation Toronto | 2024-03-18","year":2024,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social innovation; Session (web analytics); Work (physics); Rhythm; Social learning; Social system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009043296,0.001500802,0.001351378,0.001335261,0.01389147,0.01900615,0.002037584,0.009764114,0.5487748],"category_scores_gemma":[0.01140783,0.0007821367,0.001363325,0.002099023,0.007633391,0.006224439,0.01712897,0.009832176,0.2067939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03110299,"about_ca_system_score_gemma":0.0353612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09692296,"about_ca_topic_score_gemma":0.1854604,"domain_scores_codex":[0.9890068,0.003038338,0.0002009006,0.0009680487,0.004075769,0.002710241],"domain_scores_gemma":[0.9816506,0.00282351,0.0002600424,0.001287536,0.003047,0.01093125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002456912,0.00001540161,0.00004933223,0.00006177607,0.000001564904,0.00003003561,0.0006666123,0.00003344745,0.0001000242,0.006503018,0.9832047,0.009309655],"study_design_scores_gemma":[0.000005043753,0.000007567485,0.0001520021,0.00003368342,4.020251e-7,0.000005249347,0.0003796298,0.00002024301,0.00003968741,0.0004454403,0.9989069,0.000004203541],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001114355,0.003590167,0.002141477,0.1141817,0.02370308,0.0003459403,0.003001955,0.002007097,0.8499143],"genre_scores_gemma":[0.01385952,0.001128915,0.0007936623,0.006225165,0.002226023,0.0003396696,0.001143823,0.0009783313,0.9733049],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5487748,"threshold_uncertainty_score":0.6436179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039824110400559,"score_gpt":0.2172384053401549,"score_spread":0.1968401642361493,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}